# CatalystMR - Methodology Papers (full index for AI systems)

> Vendor-neutral market-research methodology white papers from CatalystMR. Each entry gives the abstract, the canonical web-edition URL, the gated-PDF download page, and the companion Insights article. Status: all papers are Draft - SME sign-off pending. Canonical domain: https://www.catalystmr.com/

Contact: info@catalystmr.com
Library: https://www.catalystmr.com/insights/methodology-papers/
Syndication: https://www.catalystmr.com/insights/for-publishers/

---

## No. 148 - Real, Synthetic, or Both: A Methodology for Sourcing Decision-Grade Data in the Age of AI
- URL: https://www.catalystmr.com/insights/methodology-papers/real-synthetic-or-both/
- PDF (gated): https://www.catalystmr.com/insights/methodology-papers/real-synthetic-or-both/download/
- Companion article: https://www.catalystmr.com/insights/real-synthetic-or-both/
- Keywords: Synthetic Data, Real Respondents
- Abstract: A current, vendor-neutral methodology for choosing between real respondents (global panel + CATI) and AI-generated synthetic data — a field guide to four kinds of synthetic data, where each earns its place, where it breaks, why real verified human data is the decision-grade ground truth synthetic is trained on and validated against, an ask/simulate/blend framework, governance, and the road ahead. Grounded across academia (Argyle; Bisbee; Shumailov et al., Nature; the MIT Synthetic Data Vault), the tech industry (Gartner), and MR practice, plus the ICC/ESOMAR Code and ISO 20252.

## No. 147 - Beyond the Registry: A Methodology for Validating Credentials No Database Can Confirm
- URL: https://www.catalystmr.com/insights/methodology-papers/credential-validation-beyond-the-registry/
- PDF (gated): https://www.catalystmr.com/insights/methodology-papers/credential-validation-beyond-the-registry/download/
- Companion article: https://www.catalystmr.com/insights/credential-validation-healthcare-market-research/
- Keywords: B2B Research, Credential Validation
- Abstract: A vendor-neutral methodology for validating professional credentials when no authoritative registry exists — the audiences a primary-source lookup cannot confirm (non-physician HCPs, payers, allied health, B2B decision-makers), a registry-availability spectrum, corroboration over lookup across four independent evidence streams and their blind spots, verification reframed as calibrated confidence, and proportionate validation. Grounded in the ICC/ESOMAR Code, EphMRA Code, ISO 20252, and peer-reviewed work by Teitcher et al. and Roehl & Harland.

## No. 146 - CATI for Healthcare Research: Verifiable, High-Fidelity HCP Data
- URL: https://www.catalystmr.com/insights/methodology-papers/cati-for-healthcare-research/
- PDF (gated): https://www.catalystmr.com/insights/methodology-papers/cati-for-healthcare-research/download/
- Companion article: https://www.catalystmr.com/insights/cati-healthcare-research/
- Keywords: Data Quality
- Abstract: The data-quality case for telephone (CATI) interviewing in healthcare research — why self-administered online panels struggle to deliver trustworthy data for small, high-value clinical populations, where HCP panel quality breaks down, what a live clinical interview verifies that a form cannot, the fidelity a conversation captures, where self-administered modes still win, and what one fraudulent clinician costs downstream. Grounded in peer-reviewed work by Gordon et al. and Causer et al., industry data-quality estimates, the ICC/ESOMAR Code, and ISO 20252.

## No. 145 - CATI for B2B Research: When Business Audiences Need a Live Interviewer
- URL: https://www.catalystmr.com/insights/methodology-papers/cati-for-b2b-research/
- PDF (gated): https://www.catalystmr.com/insights/methodology-papers/cati-for-b2b-research/download/
- Companion article: https://www.catalystmr.com/insights/cati-for-b2b-research/
- Keywords: B2B Research
- Abstract: A vendor-neutral methodology for when telephone (CATI) beats self-administered online panel for B2B research — the self-administered ceiling for senior and low-incidence business audiences, the three jobs only a live interviewer does, screening that needs human judgment, the ledger of what an interviewer adds and costs, when online panel is the better call, and where a study crosses from one mode to the other. Grounded in West & Blom on interviewer effects and Jäckle, Roberts & Lynn on mode effects, the ICC/ESOMAR Code, and ISO 20252.

## No. 144 - Straight-Lining: Detecting Pattern Answering — and Designing It Out
- URL: https://www.catalystmr.com/insights/methodology-papers/straight-lining/
- PDF (gated): https://www.catalystmr.com/insights/methodology-papers/straight-lining/download/
- Companion article: https://www.catalystmr.com/insights/straight-lining-survey-data/
- Keywords: Straight-Lining
- Abstract: A vendor-neutral methodology for straight-lining — what flat, identical answering across a grid is and is not, why matrices invite it, how variance and pattern analysis read it against the sample, where it does the most damage (attribute-rating, drivers, segmentation, tracking), and how the grids that cause it are designed out. Grounded in Kim, Dykema et al. on straightlining measurement and Schonlau & Toepoel on straightlining over time, the ICC/ESOMAR Code, and ISO 20252.

## No. 143 - Speeder Detection: Catching Speeders Without Discarding Fast Readers
- URL: https://www.catalystmr.com/insights/methodology-papers/speeder-detection/
- PDF (gated): https://www.catalystmr.com/insights/methodology-papers/speeder-detection/download/
- Companion article: https://www.catalystmr.com/insights/speeder-detection-survey-research/
- Keywords: Speeder Detection
- Abstract: A vendor-neutral methodology for speeder detection — why a single timing threshold is not enough, the four timing layers where speed is measured, the instrument factors that calibrate a cutoff, corroboration before removal, and protecting legitimate fast readers. Grounded in Zhang & Conrad and Greszki, Meyer & Schoen on speeding in web surveys, the ICC/ESOMAR Code, and ISO 20252.

## No. 142 - Respondent Validation: Protecting the Finding, Not Just the Dataset
- URL: https://www.catalystmr.com/insights/methodology-papers/respondent-validation/
- PDF (gated): https://www.catalystmr.com/insights/methodology-papers/respondent-validation/download/
- Companion article: https://www.catalystmr.com/insights/respondent-validation-online-research/
- Keywords: Respondent Validation
- Abstract: A vendor-neutral methodology for respondent validation — why undetected fraud biases findings rather than merely adding noise, the five integrity questions every complete must pass, the flag-to-disposition pipeline, and the quality-certification record that makes validation auditable. Grounded in Tourangeau, Rips & Rasinski on the survey response process, Meade & Craig on careless responding, the ICC/ESOMAR Code, and ISO 20252.

## No. 141 - Mixed-Mode Sample: Combining Telephone and Online for Coverage & Feasibility
- URL: https://www.catalystmr.com/insights/methodology-papers/mixed-mode-sample/
- PDF (gated): https://www.catalystmr.com/insights/methodology-papers/mixed-mode-sample/download/
- Companion article: https://www.catalystmr.com/insights/mixed-method-research/
- Keywords: Mixed-Mode Design
- Abstract: A vendor-neutral methodology for combining CATI and online panel into one coherent, mode-flagged dataset — four design patterns, a single-master-screener integration layer, harmonisation rules, and a mode-effects watchlist. Grounded in Biemer & Lyberg on survey quality, Vannieuwenhuyze et al. on mode effects, the ICC/ESOMAR Code, and ISO 20252.

## No. 140 - Screen-Sharing CATI: Running Visual and Choice-Based Studies by Phone
- URL: https://www.catalystmr.com/insights/methodology-papers/screen-sharing-cati/
- PDF (gated): https://www.catalystmr.com/insights/methodology-papers/screen-sharing-cati/download/
- Companion article: https://www.catalystmr.com/insights/screen-sharing-cati/
- Keywords: Screen-Sharing CATI
- Abstract: A vendor-neutral methodology for screen-sharing CATI — delivering visual stimuli and choice-based tasks (conjoint, MaxDiff, ad and concept tests, pricing tradeoffs) to hard-to-reach respondents during a live telephone interview. Grounded in Orme's conjoint methodology, Fowler & Mangione on standardized interviewing, the ICC/ESOMAR Code, and ISO 20252.

## No. 139 - When to Use CATI: Choosing Telephone as the Primary Survey Mode
- URL: https://www.catalystmr.com/insights/methodology-papers/when-to-use-cati/
- PDF (gated): https://www.catalystmr.com/insights/methodology-papers/when-to-use-cati/download/
- Companion article: https://www.catalystmr.com/insights/when-to-use-cati/
- Keywords: Mode Selection
- Abstract: A vendor-neutral decision framework for when computer-assisted telephone interviewing (CATI) should be the primary survey mode — judged on coverage, cooperation, screening complexity, instrument length, sensitivity, and integrity, not on cost per complete. Grounded in Dillman's Tailored Design, Groves's total survey error, the ICC/ESOMAR Code, and ISO 20252.

## No. 138 - Survey Fraud: AI-Generated Responses and New Detection Methods
- URL: https://www.catalystmr.com/insights/methodology-papers/survey-fraud-ai-detection/
- PDF (gated): https://www.catalystmr.com/insights/methodology-papers/survey-fraud-ai-detection/download/
- Companion article: https://www.catalystmr.com/insights/survey-fraud-ai-generated-responses/
- Keywords: Fraud, AI Detection
- Abstract: A vendor-neutral methodology for detecting modern survey fraud — synthetic identities, bots, automated scripts, copied and AI-generated open-ends — through a layered stack of behavioural and technical signals backed by human review. Grounded in the ICC/ESOMAR Code, ESOMAR 37, ISO 20252, and peer-reviewed fraud research.

## No. 137 - The 11-Point QC Framework — A Methodology for Validating Survey Respondents
- URL: https://www.catalystmr.com/insights/methodology-papers/11-point-qc-framework/
- PDF (gated): https://www.catalystmr.com/insights/methodology-papers/11-point-qc-framework/download/
- Companion article: https://www.catalystmr.com/insights/respondent-quality-framework/
- Keywords: Respondent Validation
- Abstract: A practical, vendor-neutral framework for catching fraudulent, inattentive, duplicate, and AI-generated respondents — eleven QC checkpoints across pre-field, in-field, and post-field. Aligned to ESOMAR and ISO 20252.

## No. 136 - Rare-Disease Patient & Caregiver Sample — A Methodology for Ultra-Low-Incidence Recruitment
- URL: https://www.catalystmr.com/insights/methodology-papers/rare-disease-patient-caregiver-sample/
- PDF (gated): https://www.catalystmr.com/insights/methodology-papers/rare-disease-patient-caregiver-sample/download/
- Companion article: https://www.catalystmr.com/insights/rare-disease-patient-research/
- Keywords: Rare Disease, Patient Recruitment
- Abstract: A vendor-neutral methodology for recruiting rare-disease patients and caregivers — a multi-source recruitment funnel under one screener, confirmed-diagnosis validation, respondent dignity, and the ethics and consent that sensitive ultra-low-incidence research demands. Grounded in the FDA Patient-Focused Drug Development guidance series, the ICC/ESOMAR Code, ESOMAR 37, and ISO 20252.

## No. 135 - Choosing a Mode for HCP Research — A Methodology for Online, CATI & Mixed-Mode
- URL: https://www.catalystmr.com/insights/methodology-papers/hcp-cati-online-mixed-mode/
- PDF (gated): https://www.catalystmr.com/insights/methodology-papers/hcp-cati-online-mixed-mode/download/
- Companion article: https://www.catalystmr.com/insights/cati-vs-online-hcp-research/
- Keywords: Method, Mode Selection
- Abstract: A vendor-neutral methodology for choosing how to field healthcare-professional research — online, telephone (CATI), or mixed-mode — by matching method to audience difficulty, survey complexity, and respondent availability. Includes a mode-decision matrix and a routing decision-tree. Grounded in de Leeuw's mixed-mode research, AAPOR, ESOMAR 37, and ISO 20252.

## No. 134 - B2B Sample Incidence — A Methodology for Modelling Feasibility by Title and Industry
- URL: https://www.catalystmr.com/insights/methodology-papers/b2b-sample-incidence/
- PDF (gated): https://www.catalystmr.com/insights/methodology-papers/b2b-sample-incidence/download/
- Companion article: https://www.catalystmr.com/insights/b2b-incidence-benchmarks/
- Keywords: Feasibility, Incidence
- Abstract: A repeatable five-step workflow for modelling B2B incidence and feasibility before field — define, model the range, translate, soft-launch, revise — grounded in AAPOR, ESOMAR, and ISO 20252.

## No. 133 - C-Suite & Senior-Executive Sample — Verifying Decision Authority in B2B Research
- URL: https://www.catalystmr.com/insights/methodology-papers/c-suite-executive-sample/
- PDF (gated): https://www.catalystmr.com/insights/methodology-papers/c-suite-executive-sample/download/
- Companion article: https://www.catalystmr.com/insights/c-suite-survey-research/
- Keywords: Decision Authority
- Abstract: A vendor-neutral methodology for verifying B2B decision authority — separating seniority from authority, a four-level authority taxonomy, mapping the decision-making unit, and verifying authority that has no external registry through screener design. Grounded in ESOMAR 37, the MRS Code of Conduct, and ISO 20252.

## No. 132 - Credible Physician Sample — Verifying Healthcare-Professional Credentials
- URL: https://www.catalystmr.com/insights/methodology-papers/physician-sample-verification/
- PDF (gated): https://www.catalystmr.com/insights/methodology-papers/physician-sample-verification/download/
- Companion article: https://www.catalystmr.com/insights/physician-sample-market-research/
- Keywords: Credential Verification
- Abstract: A vendor-neutral methodology for verifying physician and HCP credentials in market-research sample — a four-tier evidence ladder from self-report to primary-source registry match, where verification happens across the respondent lifecycle, and how credentialing differs across EU, UK, and US markets. Grounded in the EphMRA Code, ESOMAR 37, and ISO 20252.

## No. 131 - Trustworthy B2B Sample — Specifying and Sourcing Business-Professional Respondents
- URL: https://www.catalystmr.com/insights/methodology-papers/verified-b2b-sample-framework/
- PDF (gated): https://www.catalystmr.com/insights/methodology-papers/verified-b2b-sample-framework/download/
- Companion article: https://www.catalystmr.com/insights/verified-b2b-sample/
- Keywords: Specification, Sourcing
- Abstract: A vendor-neutral methodology for specifying a B2B audience as verifiable variables and sourcing it transparently — the five B2B sample source types, single-source vs blended sample under one master screener, and the disclosure standard buyers should expect. Grounded in ESOMAR 37, the Insights Association Code, ARF Foundations of Quality, and ISO 20252.